adaptive computation

AdaViT: Adaptive Vision Transformers for Efficient Image Recognition CVPR 2022 A-ViT: Adaptive Tokens for Efficient Vision Transformer CVPR 2022 Confident Adaptive Language Modeling NeurIPS 2022 DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference ACL 2022 MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation AAAI 2022 PALBERT: Teaching ALBERT to Ponder NeurIPS 2022 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition CVPR 2021 3D CNNs With Adaptive Temporal Feature Resolutions CVPR 2021 AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition ICCV 2021 Adaptive Focus for Efficient Video Recognition ICCV 2021 LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021 SkipW: Resource Adaptable RNN with Strict Upper Computational Limit ICLR 2021 Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints ACL 2021 Depth-Adaptive Transformer ICLR 2020 Differentiable Adaptive Computation Time for Visual Reasoning CVPR 2020 Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering EMNLP 2020 Low-Latency Video Semantic Segmentation CVPR 2018 Adaptive Neural Networks for Efficient Inference ICML 2017 Learning to Skim Text ACL 2017 Spatially Adaptive Computation Time for Residual Networks CVPR 2017 Dynamic Capacity Networks ICML 2016 Learning Adaptive Value of Information for Structured Prediction NeurIPS 2013